July 2020
Intermediate to advanced
852 pages
25h 44m
German
book
Praxiseinstieg Machine Learning mit Scikit-Learn, Keras und TensorFlow, 2nd Edition
by Aurélien Géron
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Schnellere Optimierer
Das Trainieren eines sehr großen Deep-Learning-Netzes kann nervtötend langsam sein. Wir haben bisher vier Möglichkeiten betrachtet, um das Trainieren zu beschleunigen (und die Lösung zu verbessern): eine geeignete Initialisierungsstrategie für die Gewichte der Verbindungen zu nutzen, die Aktivierungsfunktion sinnvoll zu wählen, Batchnormalisierung zu verwenden und Teile eines vortrainierten Netzes einzusetzen (eventuell gebaut für eine künstliche Aufgabe oder per unüberwachtes Lernen). Eine weitere deutliche Beschleunigung lässt sich durch Verwenden eines schnelleren Optimierers anstelle des gewöhnlichen Gradientenverfahrens erzielen. In diesem Abschnitt stellen wir die verbreitetsten Verfahren vor: Momentum Optimization, ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.